Paper Abstract and Keywords |
Presentation |
2017-12-21 15:20
Consideration on the Structure of Real-time Video Analysis Framework using Kafka and Spark Streaming Ayae Ichinose (Ochanomizu Univ.), Atsuko Takefusa (NII), Hidemoto Nakada (AIST), Masato Oguchi (Ochanomizu Univ.) MoNA2017-39 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
As the use of various sensors and cloud computing technologies has spread, many life-log analysis applications for safety services for the elderly and children have been developed. In this type of services, the analysis is typically performed by processing the sensor data in clouds, since it is difficult to perform all of the analysis by installing servers and storage in homes. In this study, we propose a video analysis framework that collects videos from multiple cameras and analyzes them using Apache Kafka and Apache Spark Streaming. We vary the cluster configuration and parameter setting and measure the data analysis throughput. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Spark Streaming / Apache Kafka / Video analysis / Real-time processing / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 371, MoNA2017-39, pp. 59-63, Dec. 2017. |
Paper # |
MoNA2017-39 |
Date of Issue |
2017-12-14 (MoNA) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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MoNA2017-39 |
Conference Information |
Committee |
MoNA |
Conference Date |
2017-12-21 - 2017-12-21 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Ochanomizu University |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Cloud computing, Big data, Wireless network, etc. |
Paper Information |
Registration To |
MoNA |
Conference Code |
2017-12-MoNA |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Consideration on the Structure of Real-time Video Analysis Framework using Kafka and Spark Streaming |
Sub Title (in English) |
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Keyword(1) |
Spark Streaming |
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Apache Kafka |
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Video analysis |
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Real-time processing |
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1st Author's Name |
Ayae Ichinose |
1st Author's Affiliation |
Ochanomizu University (Ochanomizu Univ.) |
2nd Author's Name |
Atsuko Takefusa |
2nd Author's Affiliation |
National Institute of Informatics (NII) |
3rd Author's Name |
Hidemoto Nakada |
3rd Author's Affiliation |
National Institute of Advanced Industrial Science and Technology (AIST) (AIST) |
4th Author's Name |
Masato Oguchi |
4th Author's Affiliation |
Ochanomizu University (Ochanomizu Univ.) |
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Speaker |
Author-1 |
Date Time |
2017-12-21 15:20:00 |
Presentation Time |
25 minutes |
Registration for |
MoNA |
Paper # |
MoNA2017-39 |
Volume (vol) |
vol.117 |
Number (no) |
no.371 |
Page |
pp.59-63 |
#Pages |
5 |
Date of Issue |
2017-12-14 (MoNA) |
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